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Modeling cascading failures in the North American power grid

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Cited by:

  1. Chao Zhang & Jingjing Kong & Slobodan P Simonovic, 2018. "Modeling joint restoration strategies for interdependent infrastructure systems," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-18, April.
  2. Roy, Anupama & Sinha, Sudeshna, 2024. "Impact of random links on neuronal extreme events," Chaos, Solitons & Fractals, Elsevier, vol. 180(C).
  3. Champagne, Claudia, 2014. "The international syndicated loan market network: An “unholy trinity”?," Global Finance Journal, Elsevier, vol. 25(2), pages 148-168.
  4. Obara, Shin’ya & Utsugi, Yuta & Ito, Yuzi & Morel, Jorge & Okada, Masaki, 2015. "A study on planning for interconnected renewable energy facilities in Hokkaido, Japan," Applied Energy, Elsevier, vol. 146(C), pages 313-327.
  5. J. Lorenz & S. Battiston & F. Schweitzer, 2009. "Systemic risk in a unifying framework for cascading processes on networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 71(4), pages 441-460, October.
  6. Liu, Jun & Xiong, Qingyu & Shi, Weiren & Shi, Xin & Wang, Kai, 2016. "Evaluating the importance of nodes in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 452(C), pages 209-219.
  7. Ettore Bompard & Lingen Luo & Enrico Pons, 2015. "A perspective overview of topological approaches for vulnerability analysis of power transmission grids," International Journal of Critical Infrastructures, Inderscience Enterprises Ltd, vol. 11(1), pages 15-26.
  8. Xiao‐Bing Hu & Hang Li & XiaoMei Guo & Pieter H. A. J. M. van Gelder & Peijun Shi, 2019. "Spatial Vulnerability of Network Systems under Spatially Local Hazards," Risk Analysis, John Wiley & Sons, vol. 39(1), pages 162-179, January.
  9. Nguyen, Tung T. & Budzinski, Roberto C. & Pasini, Federico W. & Delabays, Robin & Mináč, Ján & Muller, Lyle E., 2023. "Broadcasting solutions on networked systems of phase oscillators," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
  10. Xu, Zhaoping & Ramirez-Marquez, Jose Emmanuel & Liu, Yu & Xiahou, Tangfan, 2020. "A new resilience-based component importance measure for multi-state networks," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
  11. Fei Xue & Yingyu Xu & Huaiying Zhu & Shaofeng Lu & Tao Huang & Jinling Zhang, 2017. "Structural Evaluation for Distribution Networks with Distributed Generation Based on Complex Network," Complexity, Hindawi, vol. 2017, pages 1-10, October.
  12. Mateusz Iwo Dubaniowski & Hans Rudolf Heinimann, 2021. "Time Granularity Impact on Propagation of Disruptions in a System-of-Systems Simulation of Infrastructure and Business Networks," IJERPH, MDPI, vol. 18(8), pages 1-24, April.
  13. Wang, Jianwei & He, Rouye & Sun, Haozhe & He, Haofan, 2025. "Cascading dynamics on coupled networks with load-capacity interplay and concurrent recovery-failure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 661(C).
  14. Panyam, Varuneswara & Huang, Hao & Davis, Katherine & Layton, Astrid, 2019. "Bio-inspired design for robust power grid networks," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
  15. Ouyang, Min & Pan, Zhezhe & Hong, Liu & Zhao, Lijing, 2014. "Correlation analysis of different vulnerability metrics on power grids," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 396(C), pages 204-211.
  16. Wang, Weiping & Yang, Saini & Hu, Fuyu & Stanley, H. Eugene & He, Shuai & Shi, Mimi, 2018. "An approach for cascading effects within critical infrastructure systems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 510(C), pages 164-177.
  17. Zio, E. & Golea, L.R. & Sansavini, G., 2012. "Optimizing protections against cascades in network systems: A modified binary differential evolution algorithm," Reliability Engineering and System Safety, Elsevier, vol. 103(C), pages 72-83.
  18. Prehoda, Emily W. & Schelly, Chelsea & Pearce, Joshua M., 2017. "U.S. strategic solar photovoltaic-powered microgrid deployment for enhanced national security," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 167-175.
  19. Martin Cihak & Sonia Munoz & Ryan Scuzzarella, 2012. "The Bright and the Dark Side of Cross-Border Banking Linkages," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(3), pages 200-225, July.
  20. Johansson, Jonas & Hassel, Henrik, 2010. "An approach for modelling interdependent infrastructures in the context of vulnerability analysis," Reliability Engineering and System Safety, Elsevier, vol. 95(12), pages 1335-1344.
  21. Ouyang, Min & Zhao, Lijing & Pan, Zhezhe & Hong, Liu, 2014. "Comparisons of complex network based models and direct current power flow model to analyze power grid vulnerability under intentional attacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 403(C), pages 45-53.
  22. Yiping Fang & Nicola Pedroni & Enrico Zio, 2015. "Optimization of Cascade‐Resilient Electrical Infrastructures and its Validation by Power Flow Modeling," Risk Analysis, John Wiley & Sons, vol. 35(4), pages 594-607, April.
  23. Zhang, Hai-Feng & Wang, Hao-Ren & Xiang, Bing-Bing & Wang, Huan, 2024. "Robustness study of hybrid hypergraphs," Reliability Engineering and System Safety, Elsevier, vol. 252(C).
  24. Winkler, James & Dueñas-Osorio, Leonardo & Stein, Robert & Subramanian, Devika, 2010. "Performance assessment of topologically diverse power systems subjected to hurricane events," Reliability Engineering and System Safety, Elsevier, vol. 95(4), pages 323-336.
  25. Sam Langfield & Kimmo Soramäki, 2016. "Interbank Exposure Networks," Computational Economics, Springer;Society for Computational Economics, vol. 47(1), pages 3-17, January.
  26. Jingjing Kong & Slobodan P. Simonovic & Chao Zhang, 2019. "Resilience Assessment of Interdependent Infrastructure Systems: A Case Study Based on Different Response Strategies," Sustainability, MDPI, vol. 11(23), pages 1-31, November.
  27. Liu, Haiquan & Zhou, Suyang & Gu, Wei & Zhuang, Wennan & Zhou, Aihua & Peng, Lin & Liu, Meizhao, 2025. "Fast dynamic identification algorithm for key nodes in distribution networks with large-scale DG and EV integration," Applied Energy, Elsevier, vol. 388(C).
  28. Liu, Jiming & Shi, Benyun, 2012. "Towards understanding the robustness of energy distribution networks based on macroscopic and microscopic evaluations," Energy Policy, Elsevier, vol. 49(C), pages 318-327.
  29. Mazur, Christoph & Hoegerle, Yannick & Brucoli, Maria & van Dam, Koen & Guo, Miao & Markides, Christos N. & Shah, Nilay, 2019. "A holistic resilience framework development for rural power systems in emerging economies," Applied Energy, Elsevier, vol. 235(C), pages 219-232.
  30. Ren, Hai-Peng & Song, Jihong & Yang, Rong & Baptista, Murilo S. & Grebogi, Celso, 2016. "Cascade failure analysis of power grid using new load distribution law and node removal rule," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 442(C), pages 239-251.
  31. Wang, Xiangrong & Koç, Yakup & Derrible, Sybil & Ahmad, Sk Nasir & Pino, Willem J.A. & Kooij, Robert E., 2017. "Multi-criteria robustness analysis of metro networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 474(C), pages 19-31.
  32. Juan Eberhard & Jaime F. Lavin & Alejandro Montecinos-Pearce, 2017. "A Network-Based Dynamic Analysis in an Equity Stock Market," Complexity, Hindawi, vol. 2017, pages 1-16, November.
  33. Claudio J. Tessone & Antonios Garas & Beniamino Guerra & Frank Schweitzer, "undated". "How big is too big? Critical Shocks for Systemic Failure Cascades," Working Papers ETH-RC-12-015, ETH Zurich, Chair of Systems Design.
  34. Chen, Lei & Lu, Juntao & Wang, Yalin & Jia, Chunxiao & Liu, Run-Ran & Meng, Fanyuan, 2025. "Cascading failures with group support in interdependent hypergraphs," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
  35. Olabode Amusan & Shuomang Shi & Di Wu & Haitao Liao, 2023. "Structural Vulnerability Analysis of Interdependent Electric Power and Natural Gas Systems," Energies, MDPI, vol. 16(19), pages 1-13, October.
  36. Rebekka Burkholz & Matt V. Leduc & Antonios Garas & Frank Schweitzer, 2015. "Systemic risk in multiplex networks with asymmetric coupling and threshold feedback," Papers 1506.06664, arXiv.org.
  37. Geng, Mengying & Zhang, Ling & Hui, Min & Huang, Yiming & Qing, Feng & Xu, Mengqiao & Fan, Changjun & Cheng, Guangquan, 2026. "An efficient logic-guided attack strategy on logical-physical coupled networks," Chaos, Solitons & Fractals, Elsevier, vol. 202(P1).
  38. Guo, Wenzhang & Wang, Hao & Wu, Zhengping, 2018. "Robustness analysis of complex networks with power decentralization strategy via flow-sensitive centrality against cascading failures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 494(C), pages 186-199.
  39. Xia, Yongxiang & Fan, Jin & Hill, David, 2010. "Cascading failure in Watts–Strogatz small-world networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(6), pages 1281-1285.
  40. Ouyang, Bo & Teng, Zhaosheng & Tang, Qiu, 2016. "Dynamics in local influence cascading models," Chaos, Solitons & Fractals, Elsevier, vol. 93(C), pages 182-186.
  41. Ouyang, Min & Zhao, Lijing & Hong, Liu & Pan, Zhezhe, 2014. "Comparisons of complex network based models and real train flow model to analyze Chinese railway vulnerability," Reliability Engineering and System Safety, Elsevier, vol. 123(C), pages 38-46.
  42. Mahendra Piraveenan & Mikhail Prokopenko & Liaquat Hossain, 2013. "Percolation Centrality: Quantifying Graph-Theoretic Impact of Nodes during Percolation in Networks," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-14, January.
  43. Owais A. Hussain & Faraz Zaidi & Céline Rozenblat, 2019. "Analyzing Diversity, Strength and Centrality of Cities Using Networks of Multinational Firms," Networks and Spatial Economics, Springer, vol. 19(3), pages 791-817, September.
  44. Wang, Ning & Jin, Zi-Yang & Zhao, Jiao, 2021. "Cascading failures of overload behaviors on interdependent networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 574(C).
  45. Wang, Jianwei & Huang, Hexin & Liu, Yue & Zheng, Yanfeng, 2025. "Abnormal cascading dynamics in transportation networks with a dynamic origin–destination demand matrix," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 674(C).
  46. Mateusz Iwo Dubaniowski & Hans R. Heinimann, 2020. "A framework for modeling interdependencies among households, businesses, and infrastructure systems; and their response to disruptions," Papers 2006.05678, arXiv.org.
  47. Kashin Sugishita & Yasuo Asakura, 2021. "Vulnerability studies in the fields of transportation and complex networks: a citation network analysis," Public Transport, Springer, vol. 13(1), pages 1-34, March.
  48. Wu, Di & Ma, Feng & Javadi, Milad & Thulasiraman, Krishnaiya & Bompard, Ettore & Jiang, John N., 2017. "A study of the impacts of flow direction and electrical constraints on vulnerability assessment of power grid using electrical betweenness measures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 466(C), pages 295-309.
  49. Lucas Cuadra & Sancho Salcedo-Sanz & Javier Del Ser & Silvia Jiménez-Fernández & Zong Woo Geem, 2015. "A Critical Review of Robustness in Power Grids Using Complex Networks Concepts," Energies, MDPI, vol. 8(9), pages 1-55, August.
  50. Pagani, Giuliano Andrea & Aiello, Marco, 2013. "The Power Grid as a complex network: A survey," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(11), pages 2688-2700.
  51. Chen, Zhichao & Zheng, Changjiang & Tao, Tongtong & Wang, Yanyan, 2024. "Reliability analysis of urban road traffic network under targeted attack strategies considering traffic congestion diffusion," Reliability Engineering and System Safety, Elsevier, vol. 248(C).
  52. Kyu-Min Lee & Jae-Suk Yang & Gunn Kim & Jaesung Lee & Kwang-Il Goh & In-mook Kim, 2010. "Impact of the topology of global macroeconomic network on the spreading of economic crises," Papers 1011.4336, arXiv.org, revised Apr 2011.
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  54. Colin P. Gillen & Alexander Veremyev & Oleg A. Prokopyev & Eduardo L. Pasiliao, 2021. "Fortification Against Cascade Propagation Under Uncertainty," INFORMS Journal on Computing, INFORMS, vol. 33(4), pages 1481-1499, October.
  55. Li, Fan & Liu, Shuai & Li, Xiaola, 2023. "Effect of phase shift on the dynamics of a single-machine infinite-bus power system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 616(C).
  56. Jufri, Fauzan Hanif & Widiputra, Victor & Jung, Jaesung, 2019. "State-of-the-art review on power grid resilience to extreme weather events: Definitions, frameworks, quantitative assessment methodologies, and enhancement strategies," Applied Energy, Elsevier, vol. 239(C), pages 1049-1065.
  57. Cumelles, Joel & Lordan, Oriol & Sallan, Jose M., 2021. "Cascading failures in airport networks," Journal of Air Transport Management, Elsevier, vol. 92(C).
  58. Leng, Zhiyuan & Chen, Lu & Liu, Fanqian & Yi, Bin & Liu, Zhili & Xie, Tao & Zhang, Yongchuan, 2025. "A novel zoning framework for hydro-wind-photovoltaic integrated energy bases based on Laplacian-enhanced clustering and complementarity evaluation," Energy, Elsevier, vol. 341(C).
  59. Kong, Jingjing & Zhang, Chao & Simonovic, Slobodan P., 2021. "Optimizing the resilience of interdependent infrastructures to regional natural hazards with combined improvement measures," Reliability Engineering and System Safety, Elsevier, vol. 210(C).
  60. Bo Ouyang & Lurong Jiang & Zhaosheng Teng, 2016. "A Noise-Filtering Method for Link Prediction in Complex Networks," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-12, January.
  61. Hasan, Samiul & Ukkusuri, Satish V., 2011. "A threshold model of social contagion process for evacuation decision making," Transportation Research Part B: Methodological, Elsevier, vol. 45(10), pages 1590-1605.
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  63. Liu, Run-Ran & Chu, Changchang & Meng, Fanyuan & Jia, Chun-Xiao, 2025. "Hypergraph-based modeling of cascading failures with probabilistic node-to-group interactions," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
  64. Sohn, Insoo, 2019. "A robust complex network generation method based on neural networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 593-601.
  65. Francisca Alcayde-García & Esther Salmerón-Manzano & Miguel A. Montero & Alfredo Alcayde & Francisco Manzano-Agugliaro, 2022. "Power Transmission Lines: Worldwide Research Trends," Energies, MDPI, vol. 15(16), pages 1-21, August.
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